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Leclerc, Quentin ORCID: 0000-0003-4761-001X, Fuller, Naomi ORCID: 0000-0003-4026-5591, Keogh, Ruth, Diaz-Ordaz, Karla ORCID: 0000-0003-3155-1561, Sekula, Richard, Semple, Malcolm ORCID: 0000-0001-9700-0418, Atkins, Katherine ORCID: 0000-0001-5250-0558, Procter, Simon ORCID: 0000-0002-0380-1503, Knight, Gwenan ORCID: 0000-0002-7263-9896, ISARIC4C Investigators, et al (show 1 more authors) and CMMID COVID-19 Working Group, (2021) Importance of patient bed pathways and length of stay differences in predicting COVID-19 bed occupancy in England. medRxiv.